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Automation Risk Analysis

Will “Artificial Breeding Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Artificial Breeding Technician” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“Artificial Breeding Technician” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Biological Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist biological and medical scientists. Set up, operate, and maintain laboratory instruments and equipment, monitor experiments, collect data and samples, make observations, and calculate and record results. May analyze organic substances, such as blood, food, and drugs.

Avg. Annual Salary $58,020
Avg. Hourly Wage $27.89
Available Jobs (US) 76,190
Job Title & Hierarchy Code (SOC) Biological Technicians #19-4021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Biological Technicians”

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Core Skills & Abilities

  • Participate in the research, development, or manufacturing of medicinal and pharmaceutical preparations.

  • Place orders for laboratory equipment and supplies.

  • Analyze experimental data and interpret results to write reports and summaries of findings.

  • Clean, maintain and prepare supplies and work areas.

  • Input data into databases.

  • Keep detailed logs of all work-related activities.

  • Conduct research, or assist in the conduct of research, including the collection of information and samples, such as blood, water, soil, plants and animals.

  • Provide technical support and services for scientists and engineers working in fields such as agriculture, environmental science, resource management, biology, and health sciences.

  • Set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment.

  • Measure or weigh compounds and solutions for use in testing or animal feed.

  • Use computers, computer-interfaced equipment, robotics or high-technology industrial applications to perform work duties.

  • Monitor laboratory work to ensure compliance with set standards.

  • Monitor and observe experiments, recording production and test data for evaluation by research personnel.

  • Feed livestock or laboratory animals.

  • Examine animals and specimens to detect the presence of disease or other problems.

  • Isolate, identify and prepare specimens for examination.

  • Conduct standardized biological, microbiological or biochemical tests and laboratory analyses to evaluate the quantity or quality of physical or chemical substances in food or other products.

Technologies & Software

  • Adobe Acrobat
  • Microsoft .NET Framework
  • Adobe Photoshop
  • Gemini for Workspace
  • Microsoft PowerPoint
  • PolyBayes
  • ClustalW
  • Microsoft Access
  • Corel WordPerfect Office Suite
  • Scite AI
  • Qwen (Alibaba)
  • SAS
  • NotebookLM (Google)
  • Gene Codes Sequencher
  • ESRI ArcGIS software
  • Microsoft Outlook
  • Mistral AI (chat/models)
  • Harvard Graphics
  • BD Biosciences CellQuest
  • Geographic information system GIS software
  • Microsoft Project
  • Mistral (Mistral AI)
  • Gemini (Google)
  • Consensus
  • Grok (xAI)
  • ChatGPT (OpenAI)
  • Systat Software TableCurve
  • Laboratory information management system LIMS
  • Phrap
  • Thomson EndNote
  • Kimi (Moonshot AI)
  • Gene Runner
  • Systat Software SigmaPlot
  • Phred
  • Primer3
  • MapInfo MapMarker
  • Semantic Scholar AI
  • Microsoft Word
  • Database software
  • Word processing software
  • Microsoft Office software
  • Perplexity AI
  • Elicit
  • Claude (Anthropic)
  • Nova (Amazon)
  • DeepSeek
  • BoxShade
  • Graphics software
  • Statistical software
  • Microsoft Excel
  • IBM Lotus 1-2-3
  • Llama (Meta)
  • Deoxyribonucleic acid DNA sequencers
  • Dissection microscopes
  • Sterilizers
  • Bioanalyzers
  • Automatic pipetters
  • Aerobic growth chambers
  • Hybridization ovens
  • Gel imaging apparatus
  • Laser printers
  • Microplate readers
  • Polymerase chain reaction PCR thermocyclers
  • Microcentrifuges
  • Autoclaves
  • Microplate shakers
  • pH meters
  • Titration burets
  • Fluorometers
  • Ultracentrifuges
  • Inherit sequencing analysis systems
  • Distillation equipment
  • Analytical balances
  • Imaging systems
  • Automated tissue/slide stainers
  • Full-face respirators
  • Ultrasonic cleaners
  • Incubators
  • Automated microplate ELISA readers
  • Agitators
  • Inverted microscopes
  • Robotic laboratory equipment
  • Personal computers
  • Automated cell counters
  • Balances
  • Stirring hotplates
  • Multichannel pipetters
  • Inoculating loops
  • Biological containment hoods
  • Radioactive counters
  • Polymerase chain reaction PCR equipment
  • Conductivity meters
  • Electrophoresis boxes
  • Microplate washers
  • Paraffin embedding consoles
  • Drying ovens
  • Incubator microscopes
  • Cytofluorographs
  • Notebook computers
  • Petri dishes
  • Coulter counters
  • Gas chromatographs GC
  • Fluoride electrodes
  • Gel chromatography equipment
  • Hematology cell counters
  • Waterbaths
  • Ultralow freezers
  • Deoxyribonucleic acid DNA synthesizers
  • Flow cytometers
  • Glass washers
  • Ultramicrotomes
  • Electrophorators
  • Laboratory ovens
  • Homogenizers
  • Centrifuges
  • Vacuum dehydration units
  • Volumetric glassware
  • Amino acid analyzers
  • Protein sequencers
  • Light/tissue culture microscopes
  • Liquid handling robots
  • Liquid nitrogen freezers
  • Water jacketed incubators
  • High-voltage electrophoresis apparatus
  • Anaerobic growth chambers
  • Spectrophotometers
  • Test tubes
  • Ultraviolet water purification systems
  • Refrigerated centrifuges

Alternative Job Titles